期刊
EUROPEAN JOURNAL OF NEUROSCIENCE
卷 53, 期 6, 页码 1976-1987出版社
WILEY
DOI: 10.1111/ejn.15053
关键词
connectivity through coherence; goal‐ directed versus habitual activity; multivariate analysis; Parkinson' s disease; resting‐ state fMRI
资金
- Czech Ministry of Health [AZV NV19-04-00233]
Dopamine depletion in axons of Parkinson's disease patients occurs before cell body depletion, suggesting macroscopic connectivity can aid in understanding disease mechanism. A novel multivariate functional connectivity analysis was applied to identify preserved, damaged, and corrected pathways in the sensorimotor system of PD patients. The reduced connectivity of SMA and PFC results from decreased sensorimotor afferent, impacting habitual processes. Levodopa effects pathways starting in regions with dopamine receptors.
Dopamine depletion in the axons of Parkinson's disease (PD) patients precedes depletion in cell bodies thus proposing that macroscopic connectivity can be used to understand disease mechanism. A novel multivariate functional connectivity analysis, based on high order coherence among four fMRI BOLD signals was applied on resting-state fMRI data of controls and PD patients (OFF and ON medication states) and unidirectional multiple-region pathways in the sensorimotor system were identified. Pathways were classified as preserved (unaffected by the disease), damaged (not observed in patients) and corrected (observed in controls and in PD-ON state). The majority of all pathways were feedforward, most of them with the pattern S1 -> M1 -> SMA. Of these pathways, 67% were damaged, 28% preserved, and 5% corrected. Prefrontal cortex (PFC) afferent and efferent pathways that corresponded to goal directed and habitual activities corresponded to recurrent circuits. Eighty-one percent of habitual afferent had internal cue (i.e., M1 -> S1 ->), of them 79% were damaged and the rest preserved. All goal-directed afferent had external cue (i.e., S1 -> M1 ->) with third damaged, third preserved, and third corrected. Corrected pathways were initiated in the dorsolateral PFC. Reduced connectivity of the SMA and PFC resulted from reduced sensorimotor afferent to these regions. Reduced sensorimotor internal cues to the PFC resulted with reduced habitual processes. Levodopa effects were for pathways that started in region reach with dopamine receptors. This methodology can enrich understudying of PD mechanisms in other (e.g., the default mode network) systems.
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